diff --git a/velox/exec/OperatorUtils.cpp b/velox/exec/OperatorUtils.cpp
index 8f3bab082be0c..b52bccabff3e9 100644
--- a/velox/exec/OperatorUtils.cpp
+++ b/velox/exec/OperatorUtils.cpp
@@ -120,7 +120,8 @@ void gatherCopy(
 // per event. This function returns true for such metrics.
 bool shouldAggregateRuntimeMetric(const std::string& name) {
   static const folly::F14FastSet<std::string> metricNames{
-      "dataSourceWallNanos",
+      "dataSourceAddSplitWallNanos",
+      "dataSourceReadWallNanos",
       "dataSourceLazyWallNanos",
       "queuedWallNanos",
       "flushTimes"};
diff --git a/velox/exec/TableScan.cpp b/velox/exec/TableScan.cpp
index c39279099bc4c..b2aa99baeadb5 100644
--- a/velox/exec/TableScan.cpp
+++ b/velox/exec/TableScan.cpp
@@ -200,7 +200,13 @@ RowVectorPtr TableScan::getOutput() {
         dataSource_->setFromDataSource(std::move(preparedDataSource));
       } else {
         curStatus_ = "getOutput: adding split";
+        const auto addSplitStartMicros = getCurrentTimeMicro();
         dataSource_->addSplit(connectorSplit);
+        stats_.wlock()->addRuntimeStat(
+            "dataSourceAddSplitWallNanos",
+            RuntimeCounter(
+                (getCurrentTimeMicro() - addSplitStartMicros) * 1'000,
+                RuntimeCounter::Unit::kNanos));
       }
       curStatus_ = "getOutput: updating stats_.numSplits";
       ++stats_.wlock()->numSplits;
@@ -239,10 +245,10 @@ RowVectorPtr TableScan::getOutput() {
     checkPreload();
 
     {
-      curStatus_ = "getOutput: updating stats_.dataSourceWallNanos";
+      curStatus_ = "getOutput: updating stats_.dataSourceReadWallNanos";
       auto lockedStats = stats_.wlock();
       lockedStats->addRuntimeStat(
-          "dataSourceWallNanos",
+          "dataSourceReadWallNanos",
           RuntimeCounter(
               (getCurrentTimeMicro() - ioTimeStartMicros) * 1'000,
               RuntimeCounter::Unit::kNanos));
diff --git a/velox/exec/tests/PrintPlanWithStatsTest.cpp b/velox/exec/tests/PrintPlanWithStatsTest.cpp
index 2c952f7ddea9d..93f7c6aa2ecc9 100644
--- a/velox/exec/tests/PrintPlanWithStatsTest.cpp
+++ b/velox/exec/tests/PrintPlanWithStatsTest.cpp
@@ -185,7 +185,8 @@ TEST_F(PrintPlanWithStatsTest, innerJoinWithTableScan) {
        {"        runningGetOutputWallNanos\\s+sum: .+, count: 1, min: .+, max: .+"},
        {"    -- TableScan\\[table: hive_table\\] -> c0:INTEGER, c1:BIGINT"},
        {"       Input: 2000 rows \\(.+\\), Raw Input: 20480 rows \\(.+\\), Output: 2000 rows \\(.+\\), Cpu time: .+, Blocked wall time: .+, Peak memory: .+, Memory allocations: .+, Threads: 1, Splits: 20"},
-       {"          dataSourceWallNanos [ ]* sum: .+, count: 1, min: .+, max: .+"},
+       {"          dataSourceAddSplitWallNanos[ ]* sum: .+, count: 1, min: .+, max: .+"},
+       {"          dataSourceReadWallNanos[ ]* sum: .+, count: 1, min: .+, max: .+"},
        {"          dynamicFiltersAccepted[ ]* sum: 1, count: 1, min: 1, max: 1"},
        {"          flattenStringDictionaryValues [ ]* sum: 0, count: 1, min: 0, max: 0"},
        {"          ioWaitNanos      [ ]* sum: .+, count: .+ min: .+, max: .+"},
@@ -280,7 +281,8 @@ TEST_F(PrintPlanWithStatsTest, partialAggregateWithTableScan) {
          {"      runningGetOutputWallNanos\\s+sum: .+, count: 1, min: .+, max: .+"},
          {"  -- TableScan\\[table: hive_table\\] -> c0:BIGINT, c1:INTEGER, c2:SMALLINT, c3:REAL, c4:DOUBLE, c5:VARCHAR"},
          {"     Input: 10000 rows \\(.+\\), Output: 10000 rows \\(.+\\), Cpu time: .+, Blocked wall time: .+, Peak memory: .+, Memory allocations: .+, Threads: 1, Splits: 1"},
-         {"        dataSourceWallNanos[ ]* sum: .+, count: 1, min: .+, max: .+"},
+         {"        dataSourceAddSplitWallNanos[ ]* sum: .+, count: 1, min: .+, max: .+"},
+         {"        dataSourceReadWallNanos[ ]* sum: .+, count: 1, min: .+, max: .+"},
          {"        flattenStringDictionaryValues [ ]* sum: 0, count: 1, min: 0, max: 0"},
          {"        ioWaitNanos      [ ]* sum: .+, count: .+ min: .+, max: .+"},
          {"        localReadBytes   [ ]* sum: 0B, count: 1, min: 0B, max: 0B"},